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Case-Based Reasoning Research and Development

21st International Conference, ICCBR 2013, Saratoga Springs, NY, USA, July 8-11, 2013, Proceedings

  • Conference proceedings
  • © 2013

Overview

Editors:
  1. Sarah Jane Delany

    1. School of Computing, Dublin Institute of Technology, Dublin, Ireland

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    You can also search for this editor in PubMed   Google Scholar

  2. Santiago Ontañón

    1. Department of Computer Science, Drexel University, Philadelphia, USA

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    You can also search for this editor in PubMed   Google Scholar

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7969)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

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Conference proceedings info: ICCBR 2013.

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Table of contents (26 papers)

  1. Front Matter

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  2. Preference-Based CBR: A Search-Based Problem Solving Framework

    • Amira Abdel-Aziz, Weiwei Cheng, Marc Strickert, Eyke Hüllermeier
    Pages 1-14

  3. Applying MapReduce to Learning User Preferences in Near Real-Time

    • Ian Beaver, Joe Dumoulin
    Pages 15-28

  4. Case-Based Goal Selection Inspired by IBM’s Watson

    • Dustin Dannenhauer, Héctor Muñoz-Avila
    Pages 29-43

  5. Opinionated Product Recommendation

    • Ruihai Dong, Markus Schaal, Michael P. O’Mahony, Kevin McCarthy, Barry Smyth
    Pages 44-58

  6. Mining Features and Sentiment from Review Experiences

    • Ruihai Dong, Markus Schaal, Michael P. O’Mahony, Kevin McCarthy, Barry Smyth
    Pages 59-73

  7. Multi-Agent, Multi-Case-Based Reasoning

    • Susan L. Epstein, Xi Yun, Lei Xie
    Pages 74-88

  8. Case-Based Learning of Applicability Conditions for Stochastic Explanations

    • Giulio Finestrali, Héctor Muñoz-Avila
    Pages 89-103

  9. Case-Based Reasoning on E-Community Knowledge

    • Emmanuelle Gaillard, Jean Lieber, Yannick Naudet, Emmanuel Nauer
    Pages 104-118

  10. On the Plan-Library Maintenance Problem in a Case-Based Planner

    • Alfonso Emilio Gerevini, Anna Roubíčková, Alessandro Saetti, Ivan Serina
    Pages 119-133

  11. Learning Feature Weights from Positive Cases

    • Sidath Gunawardena, Rosina O. Weber, Julia Stoyanovich
    Pages 134-148

  12. User Perceptions of Relevance and Its Effect on Retrieval in a Smart Textile Archive

    • Ben Horsburgh, Susan Craw, Dorothy Williams, Simon Burnett, Katie Morrison, Suzanne Martin
    Pages 149-163

  13. Case-Based Goal-Driven Coordination of Multiple Learning Agents

    • Ulit Jaidee, Héctor Muñoz-Avila, David W. Aha
    Pages 164-178

  14. On Deriving Adaptation Rule Confidence from the Rule Generation Process

    • Vahid Jalali, David Leake
    Pages 179-187

  15. Extending Case Adaptation with Automatically-Generated Ensembles of Adaptation Rules

    • Vahid Jalali, David Leake
    Pages 188-202

  16. iCaseViz: Learning Case Similarities through Interaction with a Case Base Visualizer

    • Debarun Kar, Anand Kumar, Sutanu Chakraborti, Balaraman Ravindran
    Pages 203-217

  17. A Multi-Objective Evolutionary Algorithm Fitness Function for Case-Base Maintenance

    • Eduardo Lupiani, Susan Craw, Stewart Massie, Jose M. Juarez, Jose T. Palma
    Pages 218-232

  18. Mining and Retrieving Medical Processes to Assess the Quality of Care

    • Stefania Montani, Giorgio Leonardi, Silvana Quaglini, Anna Cavallini, Giuseppe Micieli
    Pages 233-240

  19. Leveraging Historical Experience to Evaluate and Adapt Courses of Action

    • Alice M. Mulvehill, Brett Benyo, Fusun Yaman
    Pages 241-254

  20. The COLIBRI Open Platform for the Reproducibility of CBR Applications

    • Juan A. Recio-García, Belén Díaz-Agudo, Pedro Antonio González-Calero
    Pages 255-269
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  1. Case-Based Reasoning Research and Development

Keywords

About this book

This book constitutes the refereed proceedings of the 21st International Conference on Case-Based Reasoning Research and Development (ICCBR 2013) held in Saratoga Springs, NY, USA, in July 2013.
The 17 revised full papers presented together with 9 posters were
carefully reviewed and selected from 39 submissions. The presentations and posters covered a wide range of CBR topics of interest both to researchers and practitioners including case retrieval and adaptation, similarity assessment, case base maintenance, knowledge management, recommender systems, multiagent systems, textual CBR, and applications to healthcare and computer games.

Editors and Affiliations

  • School of Computing, Dublin Institute of Technology, Dublin, Ireland

    Sarah Jane Delany

  • Department of Computer Science, Drexel University, Philadelphia, USA

    Santiago Ontañón

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